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Only push "confident" predictions back into datasets #4

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fracpete opened this issue Sep 13, 2020 · 2 comments
Open

Only push "confident" predictions back into datasets #4

fracpete opened this issue Sep 13, 2020 · 2 comments
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enhancement New feature or request

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@fracpete
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Instead of pushing all predictions back into datasets, only do this for confident ones, e.g.:

  • minimum threshold for score/probability
  • entropy based (Eibe?)

Use as parameter in job templates (Python classname and options).

Domains:

  • image classification: take dictionary (label -> score) and return None or label to store back in dataset.
  • object detection: ?
  • speech: ?
  • audio classification: ?
@fracpete fracpete added the enhancement New feature or request label Sep 13, 2020
@fracpete fracpete self-assigned this Sep 13, 2020
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Store confidence in predictions in meta-data for the file.

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Implemented for image classification (top score, entropy).

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